For Detroit and Buffalo, I also included patent data for adjacent areas in Ontario since they are a part of the metropolitan region. Needless to say, I was rather thrilled to find out which of the metropolitan regions came in first place (even without Windsor’s 376 American patents included). Buffalo’s ranking moved up two spots on the list either with the inclusion of 189 American patents from Niagara Falls and St. Catharines, Ontario.